MLE-World: Predicting Machine Learning Experiment Outcomes with a Learned World Model.

arXiv:2610.37175v1 Announce Type: cross Abstract: AI research agents can propose, execute, and improve programs that solve machine learning tasks. However, executing each candidate program requires training and evaluating ML models, limiting how many candidate